A one-developer tool refuses to guess which task burned the tokens, and in the process shows how much agent-cost reporting is arithmetic dressed up as observation.
Reality
- Evidence46
- Adoption9
- Hype gap−12
- Incentives62
- Confidence42
One shell flag turned an upstream timeout into a fatal exit and blanked a status bar for seven days. The repair, both times, was to keep printing something, even when that something is n/a.
Reality
- Evidence34
- Adoption11
- Hype gap+21
- Incentives62
- Confidence46
PostHog says one product's LLM cost doubled from $5k to $10k in a day and it was not a regression. Without per-workflow tracking, growth and a defect look identical on the invoice.
Publishers:newsletter.posthog.com
Reality
- Evidence46
- Adoption34
- Hype gap+16
- Incentives70
- Confidence50
An independent recount of six usage trackers found gaps of 2.00x to 8.09x. The bigger problem is that none of them, and no invoice, can say which number was right.
Reality
- Evidence55
- Adoption45
- Hype gap+8
- Incentives35
- Confidence50
One developer found seven dead MCP connections and could not say when they broke. His answer was measurement: a weekly snapshot that turns "feels slow lately" into a dated diff.
Reality
- Evidence32
- Adoption10
- Hype gap+24
- Incentives38
- Confidence36